EP3719739A4 - Bildfärbevorrichtung, bildfärbeverfahren, bildlernvorrichtung, bildlernverfahren, programm und bildfärbesystem - Google Patents

Bildfärbevorrichtung, bildfärbeverfahren, bildlernvorrichtung, bildlernverfahren, programm und bildfärbesystem Download PDF

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Publication number
EP3719739A4
EP3719739A4 EP18882883.4A EP18882883A EP3719739A4 EP 3719739 A4 EP3719739 A4 EP 3719739A4 EP 18882883 A EP18882883 A EP 18882883A EP 3719739 A4 EP3719739 A4 EP 3719739A4
Authority
EP
European Patent Office
Prior art keywords
image
coloring
learning
program
image coloring
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
EP18882883.4A
Other languages
English (en)
French (fr)
Other versions
EP3719739A1 (de
EP3719739B1 (de
Inventor
Shinji Watanabe
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Sony Group Corp
Original Assignee
Sony Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sony Corp filed Critical Sony Corp
Publication of EP3719739A1 publication Critical patent/EP3719739A1/de
Publication of EP3719739A4 publication Critical patent/EP3719739A4/de
Application granted granted Critical
Publication of EP3719739B1 publication Critical patent/EP3719739B1/de
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/001—Texturing; Colouring; Generation of texture or colour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10056—Microscopic image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10064—Fluorescence image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Image Processing (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
EP18882883.4A 2017-12-01 2018-10-02 Bildfärbevorrichtung, bildfärbeverfahren, bildlernvorrichtung, bildlernverfahren, programm und bildfärbesystem Active EP3719739B1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2017231403 2017-12-01
PCT/JP2018/036845 WO2019106946A1 (ja) 2017-12-01 2018-10-02 画像着色装置、画像着色方法、画像学習装置、画像学習方法、プログラム、及び画像着色システム

Publications (3)

Publication Number Publication Date
EP3719739A1 EP3719739A1 (de) 2020-10-07
EP3719739A4 true EP3719739A4 (de) 2021-01-27
EP3719739B1 EP3719739B1 (de) 2024-02-28

Family

ID=66664784

Family Applications (1)

Application Number Title Priority Date Filing Date
EP18882883.4A Active EP3719739B1 (de) 2017-12-01 2018-10-02 Bildfärbevorrichtung, bildfärbeverfahren, bildlernvorrichtung, bildlernverfahren, programm und bildfärbesystem

Country Status (5)

Country Link
US (2) US11321881B2 (de)
EP (1) EP3719739B1 (de)
JP (1) JP7200945B2 (de)
CN (1) CN111406274B (de)
WO (1) WO2019106946A1 (de)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11321881B2 (en) 2017-12-01 2022-05-03 Sony Corporation Image coloring apparatus, image coloring method, image learning apparatus, image learning method, computer program, and image coloring system
CN115684569A (zh) * 2018-02-15 2023-02-03 国立大学法人新潟大学 超突变型癌的判别系统、程序及方法
EP3935577A4 (de) * 2019-03-08 2022-11-16 University Of Southern California Verbesserte histopathologieklassifizierung durch maschinenselbstlernen von gewebefingerabdrücken
WO2024064338A1 (en) 2022-09-22 2024-03-28 Agilent Technologies, Inc. Anti-human icos antibodies for use in immunohistochemistry (ihc) protocols and for diagnosing cancer

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8269827B2 (en) * 2009-09-29 2012-09-18 General Electric Company System and methods for mapping fluorescent images into a bright field color space
US8725237B2 (en) * 2012-03-19 2014-05-13 Genetic Innovations, Inc. Devices, systems, and methods for virtual staining

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3954574B2 (ja) * 2004-01-20 2007-08-08 株式会社東芝 消色可能な画像形成材料
US8913074B2 (en) * 2004-05-05 2014-12-16 Yissum Research Development Company Of The Hebrew University Of Jerusalem Colorization method and apparatus
RU2305270C2 (ru) * 2005-05-18 2007-08-27 Андрей Алексеевич Климов Способ флуоресцентной наноскопии (варианты)
JP5137481B2 (ja) 2007-06-29 2013-02-06 オリンパス株式会社 画像処理装置、画像処理プログラム、および画像処理方法
JP4937850B2 (ja) * 2007-07-03 2012-05-23 オリンパス株式会社 顕微鏡システム、そのｖｓ画像生成方法、プログラム
JP5508792B2 (ja) * 2009-09-01 2014-06-04 オリンパス株式会社 画像処理方法、画像処理装置および画像処理プログラム
EP2585811A4 (de) * 2010-06-25 2017-12-20 Cireca Theranostics, LLC Verfahren zur analyse biologischer proben durch spektralbildgebung
US9036889B2 (en) 2012-07-13 2015-05-19 Sony Corporation Method and apparatus for stain separation using vector analysis
WO2014038408A1 (ja) * 2012-09-06 2014-03-13 ソニー株式会社 情報処理装置、情報処理方法、およびプログラム
US11321881B2 (en) 2017-12-01 2022-05-03 Sony Corporation Image coloring apparatus, image coloring method, image learning apparatus, image learning method, computer program, and image coloring system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8269827B2 (en) * 2009-09-29 2012-09-18 General Electric Company System and methods for mapping fluorescent images into a bright field color space
US8725237B2 (en) * 2012-03-19 2014-05-13 Genetic Innovations, Inc. Devices, systems, and methods for virtual staining

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
HYUNGJOO CHO ET AL: "Neural Stain-Style Transfer Learning using GAN for Histopathological Images", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 24 October 2017 (2017-10-24), XP081401668 *
VAHADANE ABHISHEK ET AL: "Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images", IEEE TRANSACTIONS ON MEDICAL IMAGING, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 35, no. 8, 1 August 2016 (2016-08-01), pages 1962 - 1971, XP011618025, ISSN: 0278-0062, [retrieved on 20160729], DOI: 10.1109/TMI.2016.2529665 *

Also Published As

Publication number Publication date
US11983797B2 (en) 2024-05-14
JPWO2019106946A1 (ja) 2021-01-28
EP3719739A1 (de) 2020-10-07
EP3719739B1 (de) 2024-02-28
US20200294278A1 (en) 2020-09-17
US11321881B2 (en) 2022-05-03
CN111406274A (zh) 2020-07-10
CN111406274B (zh) 2024-04-19
JP7200945B2 (ja) 2023-01-10
WO2019106946A1 (ja) 2019-06-06
US20220270305A1 (en) 2022-08-25

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